Construction of injury process from Japanese consumer product narrative injury data using an ontology-based method.

IF 2.3 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Xiaodong Feng, Kun Zhang, Fang Jiang, Yoshiki Mikami
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引用次数: 0

Abstract

Understanding of how injuries occur plays an effective role in accident learning and prevention. Existing frameworks focus on crucial information but ignore their causal relationships, which can lead to an incomplete understanding of the injury process. In this study, the descriptive framework of injury data (DFID) is expanded and combined with accident causation models used to elaborate on the causality of each injury factor. Subsequently, the injury process description ontology (IPD-Onto) based on DFID (extension) is established through a seven-step method developed by Stanford University. The IPD-Onto divides injury cases into five unified classes and constructs the injury process through the object properties. The ontology-based description of the injury process (with causal relationships) provides additional description and interpretation capabilities that are understandable by human experts or computers. The results of the Protégé DL query show that the ontology-based method enables the machine to interpret the injury process.

基于本体的日本消费品叙事伤害数据损伤过程构建。
了解伤害是如何发生的,在事故学习和预防中起着有效的作用。现有的框架侧重于关键信息,但忽略了它们的因果关系,这可能导致对损伤过程的不完整理解。在本研究中,对伤害数据的描述框架(DFID)进行了扩展,并与事故因果模型相结合,用于阐述每个伤害因素的因果关系。随后,通过斯坦福大学开发的七步法,建立了基于DFID (extension)的损伤过程描述本体(IPD-Onto)。IPD-Onto将损伤案例统一划分为五类,并通过对象属性构建损伤过程。基于本体的损伤过程描述(与因果关系)提供了人类专家或计算机可以理解的额外描述和解释能力。结果表明,基于本体的方法使机器能够解释损伤过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Injury Control and Safety Promotion
International Journal of Injury Control and Safety Promotion PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
4.40
自引率
13.00%
发文量
48
期刊介绍: International Journal of Injury Control and Safety Promotion (formerly Injury Control and Safety Promotion) publishes articles concerning all phases of injury control, including prevention, acute care and rehabilitation. Specifically, this journal will publish articles that for each type of injury: •describe the problem •analyse the causes and risk factors •discuss the design and evaluation of solutions •describe the implementation of effective programs and policies The journal encompasses all causes of fatal and non-fatal injury, including injuries related to: •transport •school and work •home and leisure activities •sport •violence and assault
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